Pandas Profiling Report

Dataset statistics

Number of variables	13
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1015.8 KiB
Average record size in memory	104.0 B

Variable types

Numeric	12
Categorical	1

Alerts

`Power (p1)` is highly overall correlated with `Power (p2)` and 2 other fields	High correlation
`Power (p2)` is highly overall correlated with `Power (p1)`	High correlation
`Power (p3)` is highly overall correlated with `Power (p1)`	High correlation
`Power (p4)` is highly overall correlated with `Power (p1)`	High correlation
`Reaction Time (tau1)` is uniformly distributed	Uniform
`Reaction Time (tau2)` is uniformly distributed	Uniform
`Reaction Time (tau3)` is uniformly distributed	Uniform
`Reaction Time (tau4)` is uniformly distributed	Uniform
`Power (p2)` is uniformly distributed	Uniform
`Power (p3)` is uniformly distributed	Uniform
`Power (p4)` is uniformly distributed	Uniform
`Price Elasticity Coefficient (g1)` is uniformly distributed	Uniform
`Price Elasticity Coefficient (g2)` is uniformly distributed	Uniform
`Price Elasticity Coefficient (g3)` is uniformly distributed	Uniform
`Price Elasticity Coefficient (g4)` is uniformly distributed	Uniform
`Reaction Time (tau1)` has unique values	Unique
`Reaction Time (tau2)` has unique values	Unique
`Reaction Time (tau3)` has unique values	Unique
`Reaction Time (tau4)` has unique values	Unique
`Power (p1)` has unique values	Unique
`Power (p2)` has unique values	Unique
`Power (p3)` has unique values	Unique
`Power (p4)` has unique values	Unique
`Price Elasticity Coefficient (g1)` has unique values	Unique
`Price Elasticity Coefficient (g2)` has unique values	Unique
`Price Elasticity Coefficient (g3)` has unique values	Unique
`Price Elasticity Coefficient (g4)` has unique values	Unique

Reproduction

Analysis started	2024-05-05 03:50:00.634043
Analysis finished	2024-05-05 03:50:30.632839
Duration	30 seconds
Software version	ydata-profiling vv4.7.0
Download configuration	config.json

Reaction Time (tau1)
Real number (ℝ)

UNIFORM UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.2499999

Minimum	0.50079302
Maximum	9.9994695
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0.50079302
5-th percentile	0.97566115
Q1	2.8748916
median	5.2500039
Q3	7.6246897
95-th percentile	9.5245669
Maximum	9.9994695
Range	9.4986764
Interquartile range (IQR)	4.7497981

Descriptive statistics

Standard deviation	2.7425484
Coefficient of variation (CV)	0.52239017
Kurtosis	-1.2000025
Mean	5.2499999
Median Absolute Deviation (MAD)	2.3749818
Skewness	-5.4116433 × 10^-6
Sum	52499.999
Variance	7.5215716
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.959060025	1	< 0.1%
4.928146725	1	< 0.1%
8.94226567	1	< 0.1%
9.739026491	1	< 0.1%
5.593826003	1	< 0.1%
4.745688089	1	< 0.1%
1.261257249	1	< 0.1%
8.559192065	1	< 0.1%
7.581259541	1	< 0.1%
6.589616423	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.500793021	1	< 0.1%
0.501330761	1	< 0.1%
0.502320629	1	< 0.1%
0.503283798	1	< 0.1%
0.504014262	1	< 0.1%
0.50496005	1	< 0.1%
0.506418908	1	< 0.1%
0.506735963	1	< 0.1%
0.508533205	1	< 0.1%
0.509123998	1	< 0.1%

Value	Count	Frequency (%)
9.999469469	1	< 0.1%
9.998994574	1	< 0.1%
9.997738127	1	< 0.1%
9.99667792	1	< 0.1%
9.995375211	1	< 0.1%
9.99435553	1	< 0.1%
9.993960677	1	< 0.1%
9.99304592	1	< 0.1%
9.991797997	1	< 0.1%
9.991046395	1	< 0.1%

Reaction Time (tau2)
Real number (ℝ)

UNIFORM UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.250001

Minimum	0.50014136
Maximum	9.9998366
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0.50014136
5-th percentile	0.97514613
Q1	2.87514
median	5.2499813
Q3	7.6248931
95-th percentile	9.5243643
Maximum	9.9998366
Range	9.4996952
Interquartile range (IQR)	4.7497531

Descriptive statistics

Standard deviation	2.7425487
Coefficient of variation (CV)	0.52239012
Kurtosis	-1.2000006
Mean	5.250001
Median Absolute Deviation (MAD)	2.3749342
Skewness	2.7402994 × 10^-6
Sum	52500.01
Variance	7.5215732
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.079885204	1	< 0.1%
5.40194926	1	< 0.1%
3.23540975	1	< 0.1%
8.486152867	1	< 0.1%
8.071695838	1	< 0.1%
4.157054315	1	< 0.1%
4.792743904	1	< 0.1%
8.386520359	1	< 0.1%
4.061262896	1	< 0.1%
7.43767053	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.50014136	1	< 0.1%
0.501581642	1	< 0.1%
0.502048697	1	< 0.1%
0.503084474	1	< 0.1%
0.504128181	1	< 0.1%
0.50537151	1	< 0.1%
0.505833675	1	< 0.1%
0.507243869	1	< 0.1%
0.507845852	1	< 0.1%
0.50864475	1	< 0.1%

Value	Count	Frequency (%)
9.999836556	1	< 0.1%
9.998291236	1	< 0.1%
9.997907131	1	< 0.1%
9.996801988	1	< 0.1%
9.995836373	1	< 0.1%
9.994988422	1	< 0.1%
9.994263437	1	< 0.1%
9.993212845	1	< 0.1%
9.992243578	1	< 0.1%
9.990606318	1	< 0.1%

Reaction Time (tau3)
Real number (ℝ)

UNIFORM UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.2500035

Minimum	0.50078815
Maximum	9.99945
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0.50078815
5-th percentile	0.9752198
Q1	2.8755217
median	5.2499786
Q3	7.6249483
95-th percentile	9.5241719
Maximum	9.99945
Range	9.4986619
Interquartile range (IQR)	4.7494266

Descriptive statistics

Standard deviation	2.7425495
Coefficient of variation (CV)	0.52239002
Kurtosis	-1.2000044
Mean	5.2500035
Median Absolute Deviation (MAD)	2.3749953
Skewness	-4.7999599 × 10^-6
Sum	52500.035
Variance	7.5215775
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.381025392	1	< 0.1%
4.576657507	1	< 0.1%
8.137190295	1	< 0.1%
7.816201133	1	< 0.1%
5.347266008	1	< 0.1%
7.855994248	1	< 0.1%
1.518336474	1	< 0.1%
4.13077177	1	< 0.1%
6.192641155	1	< 0.1%
1.980074638	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.500788153	1	< 0.1%
0.501657674	1	< 0.1%
0.502376193	1	< 0.1%
0.503481864	1	< 0.1%
0.504430847	1	< 0.1%
0.505143793	1	< 0.1%
0.506481617	1	< 0.1%
0.507573347	1	< 0.1%
0.508035292	1	< 0.1%
0.509371655	1	< 0.1%

Value	Count	Frequency (%)
9.999450008	1	< 0.1%
9.998113926	1	< 0.1%
9.997427645	1	< 0.1%
9.996263302	1	< 0.1%
9.995595348	1	< 0.1%
9.994695814	1	< 0.1%
9.994124795	1	< 0.1%
9.992981944	1	< 0.1%
9.992073047	1	< 0.1%
9.991003795	1	< 0.1%

Reaction Time (tau4)
Real number (ℝ)

UNIFORM UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.2499971

Minimum	0.50047296
Maximum	9.9994433
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0.50047296
5-th percentile	0.97521913
Q1	2.8749502
median	5.2497341
Q3	7.6248377
95-th percentile	9.5241998
Maximum	9.9994433
Range	9.4989703
Interquartile range (IQR)	4.7498875

Descriptive statistics

Standard deviation	2.7425555
Coefficient of variation (CV)	0.52239182
Kurtosis	-1.1999988
Mean	5.2499971
Median Absolute Deviation (MAD)	2.375011
Skewness	-1.4090435 × 10^-6
Sum	52499.971
Variance	7.5216108
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.780754432	1	< 0.1%
1.7214366	1	< 0.1%
7.045864346	1	< 0.1%
9.380778307	1	< 0.1%
6.072063152	1	< 0.1%
7.478550699	1	< 0.1%
4.05517998	1	< 0.1%
4.221387264	1	< 0.1%
6.557268887	1	< 0.1%
3.198011962	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.500472961	1	< 0.1%
0.501571213	1	< 0.1%
0.502024588	1	< 0.1%
0.502878675	1	< 0.1%
0.504015628	1	< 0.1%
0.504826989	1	< 0.1%
0.50610993	1	< 0.1%
0.507244452	1	< 0.1%
0.508066914	1	< 0.1%
0.509225952	1	< 0.1%

Value	Count	Frequency (%)
9.999443297	1	< 0.1%
9.998912209	1	< 0.1%
9.997448266	1	< 0.1%
9.996315009	1	< 0.1%
9.995380178	1	< 0.1%
9.994829527	1	< 0.1%
9.994219334	1	< 0.1%
9.993103849	1	< 0.1%
9.992281173	1	< 0.1%
9.990501326	1	< 0.1%

Power (p1)
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.75

Minimum	1.5825897
Maximum	5.864418
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	1.5825897
5-th percentile	2.5018464
Q1	3.2182998
median	3.7510254
Q3	4.2824202
95-th percentile	4.9887399
Maximum	5.864418
Range	4.2818283
Interquartile range (IQR)	1.0641204

Descriptive statistics

Standard deviation	0.7521601
Coefficient of variation (CV)	0.20057603
Kurtosis	-0.38946866
Mean	3.75
Median Absolute Deviation (MAD)	0.53214236
Skewness	-0.01269001
Sum	37500
Variance	0.56574482
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.763084772	1	< 0.1%
4.770650241	1	< 0.1%
4.247526469	1	< 0.1%
3.870693105	1	< 0.1%
2.843262626	1	< 0.1%
2.848058872	1	< 0.1%
4.368886789	1	< 0.1%
2.416370421	1	< 0.1%
3.221192957	1	< 0.1%
4.91848394	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.582589665	1	< 0.1%
1.64285964	1	< 0.1%
1.675633317	1	< 0.1%
1.680221235	1	< 0.1%
1.687356265	1	< 0.1%
1.695575512	1	< 0.1%
1.718919091	1	< 0.1%
1.72283675	1	< 0.1%
1.764910783	1	< 0.1%
1.785255925	1	< 0.1%

Value	Count	Frequency (%)
5.86441796	1	< 0.1%
5.827284501	1	< 0.1%
5.818705472	1	< 0.1%
5.814128632	1	< 0.1%
5.798273137	1	< 0.1%
5.784141518	1	< 0.1%
5.752706042	1	< 0.1%
5.750333644	1	< 0.1%
5.733204846	1	< 0.1%
5.732533226	1	< 0.1%

Power (p2)
Real number (ℝ)

HIGH CORRELATION UNIFORM UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1.2500005

Minimum	-1.999891
Maximum	-0.50010828
Zeros	0
Zeros (%)	0.0%
Negative	10000
Negative (%)	100.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	-1.999891
5-th percentile	-1.9248743
Q1	-1.6249015
median	-1.2499663
Q3	-0.87497709
95-th percentile	-0.57513129
Maximum	-0.50010828
Range	1.4997827
Interquartile range (IQR)	0.74992441

Descriptive statistics

Standard deviation	0.43303485
Coefficient of variation (CV)	-0.34642775
Kurtosis	-1.2000016
Mean	-1.2500005
Median Absolute Deviation (MAD)	0.37500801
Skewness	4.1458176 × 10^-6
Sum	-12500.005
Variance	0.18751918
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.782603631	1	< 0.1%
-1.395206792	1	< 0.1%
-0.663566199	1	< 0.1%
-1.427060978	1	< 0.1%
-0.999536877	1	< 0.1%
-1.58264073	1	< 0.1%
-1.980608378	1	< 0.1%
-1.143506794	1	< 0.1%
-1.433561891	1	< 0.1%
-1.264557582	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.999890956	1	< 0.1%
-1.999741394	1	< 0.1%
-1.999655126	1	< 0.1%
-1.999505657	1	< 0.1%
-1.999370708	1	< 0.1%
-1.999184348	1	< 0.1%
-1.99899519	1	< 0.1%
-1.998857442	1	< 0.1%
-1.998654466	1	< 0.1%
-1.998506587	1	< 0.1%

Value	Count	Frequency (%)
-0.500108276	1	< 0.1%
-0.500274063	1	< 0.1%
-0.500314182	1	< 0.1%
-0.500460374	1	< 0.1%
-0.500610409	1	< 0.1%
-0.500780542	1	< 0.1%
-0.50091497	1	< 0.1%
-0.501098496	1	< 0.1%
-0.501236063	1	< 0.1%
-0.501430391	1	< 0.1%

Power (p3)
Real number (ℝ)

HIGH CORRELATION UNIFORM UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1.2499997

Minimum	-1.9999447
Maximum	-0.50007225
Zeros	0
Zeros (%)	0.0%
Negative	10000
Negative (%)	100.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	-1.9999447
5-th percentile	-1.9248885
Q1	-1.6250253
median	-1.2499743
Q3	-0.87504312
95-th percentile	-0.5751059
Maximum	-0.50007225
Range	1.4998724
Interquartile range (IQR)	0.74998218

Descriptive statistics

Standard deviation	0.4330351
Coefficient of variation (CV)	-0.34642815
Kurtosis	-1.2000026
Mean	-1.2499997
Median Absolute Deviation (MAD)	0.37504695
Skewness	4.4593693 × 10^-6
Sum	-12499.997
Variance	0.18751939
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.25739483	1	< 0.1%
-1.646210985	1	< 0.1%
-1.9868494	1	< 0.1%
-0.59656876	1	< 0.1%
-0.933490317	1	< 0.1%
-0.66941681	1	< 0.1%
-1.392166116	1	< 0.1%
-0.71198502	1	< 0.1%
-0.591071435	1	< 0.1%
-1.792652683	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.999944669	1	< 0.1%
-1.999714735	1	< 0.1%
-1.999607823	1	< 0.1%
-1.999456735	1	< 0.1%
-1.999298915	1	< 0.1%
-1.999159229	1	< 0.1%
-1.999034075	1	< 0.1%
-1.998940506	1	< 0.1%
-1.998720389	1	< 0.1%
-1.998596228	1	< 0.1%

Value	Count	Frequency (%)
-0.500072252	1	< 0.1%
-0.500289623	1	< 0.1%
-0.50036054	1	< 0.1%
-0.500575137	1	< 0.1%
-0.500681724	1	< 0.1%
-0.500842791	1	< 0.1%
-0.500918484	1	< 0.1%
-0.501092439	1	< 0.1%
-0.50126592	1	< 0.1%
-0.501448066	1	< 0.1%

Power (p4)
Real number (ℝ)

HIGH CORRELATION UNIFORM UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1.2499998

Minimum	-1.9999263
Maximum	-0.50002453
Zeros	0
Zeros (%)	0.0%
Negative	10000
Negative (%)	100.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	-1.9999263
5-th percentile	-1.924927
Q1	-1.6249595
median	-1.2500073
Q3	-0.87506466
95-th percentile	-0.57503839
Maximum	-0.50002453
Range	1.4999018
Interquartile range (IQR)	0.74989487

Descriptive statistics

Standard deviation	0.43303499
Coefficient of variation (CV)	-0.34642806
Kurtosis	-1.1999956
Mean	-1.2499998
Median Absolute Deviation (MAD)	0.37497515
Skewness	9.1575479 × 10^-7
Sum	-12499.998
Variance	0.18751931
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.723086311	1	< 0.1%
-1.729232465	1	< 0.1%
-1.59711087	1	< 0.1%
-1.847063367	1	< 0.1%
-0.910235432	1	< 0.1%
-0.596001332	1	< 0.1%
-0.996112294	1	< 0.1%
-0.560878607	1	< 0.1%
-1.196559631	1	< 0.1%
-1.861273675	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.999926332	1	< 0.1%
-1.99978688	1	< 0.1%
-1.999675101	1	< 0.1%
-1.999449197	1	< 0.1%
-1.999335894	1	< 0.1%
-1.99922929	1	< 0.1%
-1.999075617	1	< 0.1%
-1.998910674	1	< 0.1%
-1.998659956	1	< 0.1%
-1.998577431	1	< 0.1%

Value	Count	Frequency (%)
-0.500024529	1	< 0.1%
-0.500198283	1	< 0.1%
-0.500425643	1	< 0.1%
-0.500592363	1	< 0.1%
-0.500692252	1	< 0.1%
-0.500811264	1	< 0.1%
-0.500937245	1	< 0.1%
-0.501144092	1	< 0.1%
-0.501214853	1	< 0.1%
-0.50148446	1	< 0.1%

Price Elasticity Coefficient (g1)
Real number (ℝ)

UNIFORM UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.52499979

Minimum	0.050009304
Maximum	0.99993707
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0.050009304
5-th percentile	0.097526154
Q1	0.28752138
median	0.52500915
Q3	0.76243485
95-th percentile	0.95249505
Maximum	0.99993707
Range	0.94992777
Interquartile range (IQR)	0.47491348

Descriptive statistics

Standard deviation	0.27425553
Coefficient of variation (CV)	0.5223917
Kurtosis	-1.1999986
Mean	0.52499979
Median Absolute Deviation (MAD)	0.23748181
Skewness	2.9564567 × 10^-6
Sum	5249.9979
Variance	0.075216097
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.650456461	1	< 0.1%
0.690958302	1	< 0.1%
0.812862076	1	< 0.1%
0.179230288	1	< 0.1%
0.626694163	1	< 0.1%
0.648436003	1	< 0.1%
0.104044686	1	< 0.1%
0.927805676	1	< 0.1%
0.217075954	1	< 0.1%
0.700086875	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.050009304	1	< 0.1%
0.050184193	1	< 0.1%
0.050211922	1	< 0.1%
0.050324037	1	< 0.1%
0.050389782	1	< 0.1%
0.05052884	1	< 0.1%
0.050591785	1	< 0.1%
0.050727538	1	< 0.1%
0.050824069	1	< 0.1%
0.050888166	1	< 0.1%

Value	Count	Frequency (%)
0.999937073	1	< 0.1%
0.999846015	1	< 0.1%
0.999805994	1	< 0.1%
0.999628049	1	< 0.1%
0.999599955	1	< 0.1%
0.999466657	1	< 0.1%
0.999357153	1	< 0.1%
0.999294984	1	< 0.1%
0.999175384	1	< 0.1%
0.999125142	1	< 0.1%

Price Elasticity Coefficient (g2)
Real number (ℝ)

UNIFORM UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.52500026

Minimum	0.050053101
Maximum	0.99994429
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0.050053101
5-th percentile	0.097500525
Q1	0.28755164
median	0.52500315
Q3	0.76249031
95-th percentile	0.95250001
Maximum	0.99994429
Range	0.94989119
Interquartile range (IQR)	0.47493868

Descriptive statistics

Standard deviation	0.2742549
Coefficient of variation (CV)	0.52239004
Kurtosis	-1.2000016
Mean	0.52500026
Median Absolute Deviation (MAD)	0.23749126
Skewness	-6.1377838 × 10^-7
Sum	5250.0026
Variance	0.075215752
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.859578106	1	< 0.1%
0.528251035	1	< 0.1%
0.929569006	1	< 0.1%
0.401928134	1	< 0.1%
0.11295274	1	< 0.1%
0.594929761	1	< 0.1%
0.054406473	1	< 0.1%
0.805274932	1	< 0.1%
0.680618462	1	< 0.1%
0.562769372	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.050053101	1	< 0.1%
0.050129783	1	< 0.1%
0.050273639	1	< 0.1%
0.050296364	1	< 0.1%
0.050385647	1	< 0.1%
0.050488645	1	< 0.1%
0.0506418	1	< 0.1%
0.050708349	1	< 0.1%
0.050784307	1	< 0.1%
0.050907937	1	< 0.1%

Value	Count	Frequency (%)
0.999944294	1	< 0.1%
0.999893486	1	< 0.1%
0.999739098	1	< 0.1%
0.999696622	1	< 0.1%
0.999568128	1	< 0.1%
0.99948421	1	< 0.1%
0.999341766	1	< 0.1%
0.999309346	1	< 0.1%
0.999203052	1	< 0.1%
0.999068833	1	< 0.1%

Price Elasticity Coefficient (g3)
Real number (ℝ)

UNIFORM UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.52500034

Minimum	0.050053692
Maximum	0.99998183
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0.050053692
5-th percentile	0.097517
Q1	0.28751364
median	0.52501469
Q3	0.76244022
95-th percentile	0.95248568
Maximum	0.99998183
Range	0.94992814
Interquartile range (IQR)	0.47492657

Descriptive statistics

Standard deviation	0.27425481
Coefficient of variation (CV)	0.52238978
Kurtosis	-1.1999935
Mean	0.52500034
Median Absolute Deviation (MAD)	0.23748279
Skewness	3.2043137 × 10^-6
Sum	5250.0034
Variance	0.075215702
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.887444921	1	< 0.1%
0.148013881	1	< 0.1%
0.070145451	1	< 0.1%
0.843092215	1	< 0.1%
0.051026578	1	< 0.1%
0.375026901	1	< 0.1%
0.669895413	1	< 0.1%
0.837993899	1	< 0.1%
0.457294944	1	< 0.1%
0.827932676	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.050053692	1	< 0.1%
0.050103888	1	< 0.1%
0.050270427	1	< 0.1%
0.05037667	1	< 0.1%
0.050464846	1	< 0.1%
0.050508591	1	< 0.1%
0.050624738	1	< 0.1%
0.050759085	1	< 0.1%
0.050789457	1	< 0.1%
0.050921353	1	< 0.1%

Value	Count	Frequency (%)
0.999981832	1	< 0.1%
0.999839457	1	< 0.1%
0.999744823	1	< 0.1%
0.999653995	1	< 0.1%
0.999581011	1	< 0.1%
0.999436972	1	< 0.1%
0.999336184	1	< 0.1%
0.999279018	1	< 0.1%
0.999171157	1	< 0.1%
0.999126849	1	< 0.1%

Price Elasticity Coefficient (g4)
Real number (ℝ)

UNIFORM UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.52500009

Minimum	0.050028494
Maximum	0.99993005
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0.050028494
5-th percentile	0.097585435
Q1	0.28749444
median	0.52500163
Q3	0.76243299
95-th percentile	0.95248802
Maximum	0.99993005
Range	0.94990155
Interquartile range (IQR)	0.47493855

Descriptive statistics

Standard deviation	0.27425484
Coefficient of variation (CV)	0.52239009
Kurtosis	-1.2000028
Mean	0.52500009
Median Absolute Deviation (MAD)	0.23749669
Skewness	3.8710598 × 10^-6
Sum	5250.0009
Variance	0.07521572
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.958033988	1	< 0.1%
0.354951886	1	< 0.1%
0.773975371	1	< 0.1%
0.62229072	1	< 0.1%
0.886235647	1	< 0.1%
0.766276644	1	< 0.1%
0.250518815	1	< 0.1%
0.594117168	1	< 0.1%
0.726298685	1	< 0.1%
0.150383852	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.050028494	1	< 0.1%
0.050170232	1	< 0.1%
0.05023109	1	< 0.1%
0.0503357	1	< 0.1%
0.050457947	1	< 0.1%
0.0505464	1	< 0.1%
0.050632864	1	< 0.1%
0.050730921	1	< 0.1%
0.050794743	1	< 0.1%
0.050922752	1	< 0.1%

Value	Count	Frequency (%)
0.999930048	1	< 0.1%
0.999881627	1	< 0.1%
0.999738804	1	< 0.1%
0.999640083	1	< 0.1%
0.999575727	1	< 0.1%
0.999455135	1	< 0.1%
0.99940945	1	< 0.1%
0.999328006	1	< 0.1%
0.999185109	1	< 0.1%
0.999078777	1	< 0.1%

Stability
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

unstable	6380
stable	3620

Length

Max length	8
Median length	8
Mean length	7.276
Min length	6

Characters and Unicode

Total characters	72760
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	unstable
2nd row	stable
3rd row	unstable
4th row	unstable
5th row	unstable

Common Values

Value	Count	Frequency (%)
unstable	6380	63.8%
stable	3620	36.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
unstable	6380	63.8%
stable	3620	36.2%

Most occurring characters

Value	Count	Frequency (%)
s	10000	13.7%
t	10000	13.7%
a	10000	13.7%
b	10000	13.7%
l	10000	13.7%
e	10000	13.7%
u	6380	8.8%
n	6380	8.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	72760	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	10000	13.7%
t	10000	13.7%
a	10000	13.7%
b	10000	13.7%
l	10000	13.7%
e	10000	13.7%
u	6380	8.8%
n	6380	8.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	72760	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	10000	13.7%
t	10000	13.7%
a	10000	13.7%
b	10000	13.7%
l	10000	13.7%
e	10000	13.7%
u	6380	8.8%
n	6380	8.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	72760	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	10000	13.7%
t	10000	13.7%
a	10000	13.7%
b	10000	13.7%
l	10000	13.7%
e	10000	13.7%
u	6380	8.8%
n	6380	8.8%

Auto

Heatmap
Table

	Power (p1)	Power (p2)	Power (p3)	Power (p4)	Price Elasticity Coefficient (g1)	Price Elasticity Coefficient (g2)	Price Elasticity Coefficient (g3)	Price Elasticity Coefficient (g4)	Reaction Time (tau1)	Reaction Time (tau2)	Reaction Time (tau3)	Reaction Time (tau4)	Stability
Power (p1)	1.000	-0.564	-0.576	-0.572	0.003	0.014	0.002	-0.017	0.025	-0.004	0.019	-0.004	0.014
Power (p2)	-0.564	1.000	0.002	-0.007	0.016	-0.018	0.008	0.020	-0.015	0.007	-0.003	0.011	0.000
Power (p3)	-0.576	0.002	1.000	0.013	-0.003	-0.012	-0.006	-0.010	-0.016	0.008	-0.009	0.006	0.006
Power (p4)	-0.572	-0.007	0.013	1.000	-0.014	0.003	-0.004	0.018	-0.016	-0.006	-0.018	-0.011	0.026
Price Elasticity Coefficient (g1)	0.003	0.016	-0.003	-0.014	1.000	0.008	-0.006	0.012	0.011	-0.002	-0.012	-0.004	0.197
Price Elasticity Coefficient (g2)	0.014	-0.018	-0.012	0.003	0.008	1.000	-0.013	-0.015	0.015	0.015	0.008	0.008	0.216
Price Elasticity Coefficient (g3)	0.002	0.008	-0.006	-0.004	-0.006	-0.013	1.000	0.007	-0.001	0.017	0.015	0.003	0.229
Price Elasticity Coefficient (g4)	-0.017	0.020	-0.010	0.018	0.012	-0.015	0.007	1.000	0.005	-0.012	-0.011	-0.000	0.203
Reaction Time (tau1)	0.025	-0.015	-0.016	-0.016	0.011	0.015	-0.001	0.005	1.000	0.016	-0.006	-0.017	0.290
Reaction Time (tau2)	-0.004	0.007	0.008	-0.006	-0.002	0.015	0.017	-0.012	0.016	1.000	0.014	-0.002	0.287
Reaction Time (tau3)	0.019	-0.003	-0.009	-0.018	-0.012	0.008	0.015	-0.011	-0.006	0.014	1.000	0.004	0.276
Reaction Time (tau4)	-0.004	0.011	0.006	-0.011	-0.004	0.008	0.003	-0.000	-0.017	-0.002	0.004	1.000	0.281
Stability	0.014	0.000	0.006	0.026	0.197	0.216	0.229	0.203	0.290	0.287	0.276	0.281	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Reaction Time (tau1)	Reaction Time (tau2)	Reaction Time (tau3)	Reaction Time (tau4)	Power (p1)	Power (p2)	Power (p3)	Power (p4)	Price Elasticity Coefficient (g1)	Price Elasticity Coefficient (g2)	Price Elasticity Coefficient (g3)	Price Elasticity Coefficient (g4)	Stability
0	2.959060	3.079885	8.381025	9.780754	3.763085	-0.782604	-1.257395	-1.723086	0.650456	0.859578	0.887445	0.958034	unstable
1	9.304097	4.902524	3.047541	1.369357	5.067812	-1.940058	-1.872742	-1.255012	0.413441	0.862414	0.562139	0.781760	stable
2	8.971707	8.848428	3.046479	1.214518	3.405158	-1.207456	-1.277210	-0.920492	0.163041	0.766689	0.839444	0.109853	unstable
3	0.716415	7.669600	4.486641	2.340563	3.963791	-1.027473	-1.938944	-0.997374	0.446209	0.976744	0.929381	0.362718	unstable
4	3.134112	7.608772	4.943759	9.857573	3.525811	-1.125531	-1.845975	-0.554305	0.797110	0.455450	0.656947	0.820923	unstable
5	6.999209	9.109247	3.784066	4.267788	4.429669	-1.857139	-0.670397	-1.902133	0.261793	0.077930	0.542884	0.469931	stable
6	6.710166	3.765204	6.929314	8.818562	2.397419	-0.614590	-1.208826	-0.574004	0.177890	0.397977	0.402046	0.376630	unstable
7	6.953512	1.379125	5.719400	7.870307	3.224495	-0.748998	-1.186517	-1.288980	0.371385	0.633204	0.732741	0.380544	unstable
8	4.689852	4.007747	1.478573	3.733787	4.041300	-1.410344	-1.238204	-1.392751	0.269708	0.250364	0.164941	0.482439	stable
9	9.841496	1.413822	9.769856	7.641616	4.727595	-1.991363	-0.857637	-1.878594	0.376356	0.544415	0.792039	0.116263	unstable

	Reaction Time (tau1)	Reaction Time (tau2)	Reaction Time (tau3)	Reaction Time (tau4)	Power (p1)	Power (p2)	Power (p3)	Power (p4)	Price Elasticity Coefficient (g1)	Price Elasticity Coefficient (g2)	Price Elasticity Coefficient (g3)	Price Elasticity Coefficient (g4)	Stability
9990	5.783299	4.726614	1.340273	8.617933	4.587533	-1.950574	-1.594137	-1.042822	0.445853	0.645680	0.406864	0.726180	unstable
9991	0.998988	9.924916	8.926563	2.885941	3.660232	-1.103521	-1.105641	-1.451070	0.717660	0.954919	0.491107	0.692023	unstable
9992	3.114442	4.781072	2.427918	7.989509	2.673156	-0.918191	-0.652736	-1.102228	0.867950	0.888858	0.460587	0.965026	unstable
9993	5.754191	3.032743	5.084803	4.633624	5.199250	-1.717030	-1.713212	-1.769009	0.157284	0.975921	0.511555	0.696591	unstable
9994	2.042954	8.514335	8.173809	5.466635	3.783797	-1.639912	-0.662469	-1.481417	0.154129	0.944486	0.053225	0.499109	unstable
9995	2.930406	9.487627	2.376523	6.187797	3.343416	-0.658054	-1.449106	-1.236256	0.601709	0.779642	0.813512	0.608385	unstable
9996	3.392299	1.274827	2.954947	6.894759	4.349512	-1.663661	-0.952437	-1.733414	0.502079	0.567242	0.285880	0.366120	stable
9997	2.364034	2.842030	8.776391	1.008906	4.299976	-1.380719	-0.943884	-1.975373	0.487838	0.986505	0.149286	0.145984	stable
9998	9.631511	3.994398	2.757071	7.821347	2.514755	-0.966330	-0.649915	-0.898510	0.365246	0.587558	0.889118	0.818391	unstable
9999	6.530527	6.781790	4.349695	8.673138	3.492807	-1.390285	-1.532193	-0.570329	0.073056	0.505441	0.378761	0.942631	unstable

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample